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John Magee's primary research interests include Computer Vision, Human-Computer Interaction, Accessible Computing, and Assistive Technology. He investigates novel user interface technologies that enable people with profound disabilities to communicate and participate socially in the world around them through computers. A major focus area is ability-based interfaces that change and adapt to provide for the diverse education, communication, and social needs of users of all abilities. He is also interested in applying Computer Vision and Human-Computer Interaction techniques to interdisciplinary problems and establishing collaborations with Biology, GIS, Psychology, and Education.
Degrees
- Ph.D. in Computer Science, Boston University, 2011
- M.A. in Computer Science, Boston University, 2004
- B.A. in Computer Science and Mathematics, Boston College, 2001
Affiliated Department(s)
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Scholarly and Creative Works
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October
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2023
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AIED 2023 Workshop: Towards the Future of AI-Augmented Human Tutoring in Math Learning
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Tokyo, Japan
July
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2023
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ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction
Published in IEEE Transactions on Biometrics, Behavior, and Identity Science
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2022
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Input Accessibility: Effect of Input Device on Interaction Time and Accuracy - An Expanded Analysis of a Large Dataset
Human-Computer Interaction International (HCII) 2022Human-Computer Interaction International (HCII) 2022
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Gothenburg, Sweden
June
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2022
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Camera Mouse: Sound-Based Activation as a New Approach to Click Generation
Human-Computer Interaction International (HCII) 2022Human-Computer Interaction International (HCII) 2022
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Gothenburg, Sweden
June
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2022
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IEEE International Conference on Automatic Face & Gesture Recognition
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2021
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Measuring and Integrating Facial Expressions and Gaze as Indicators of Engagement and Affect in Tutoring Systems
International Conference on Human-Computer InteractionInternational Conference on Human-Computer Interaction
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2021
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Evaluating Hands-On and Hands-Free Input Methods for a Simple Game
International Conference on Human-Computer Interaction●
2020
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Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System
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2020
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Evaluation of Why Individuals with ADHD Struggle to Find Effective Digital Time Management Tools
The 21st International ACM SIGACCESS Conference on Computers and Accessibility●
2019
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Simulation of Motor Impairment with "Reverse AngleMouse" in a Head-Controlled Pointer Fitts’ Law Task
The 21st International ACM SIGACCESS Conference on Computers and Accessibility●
2019
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Affect-driven learning outcomes prediction in intelligent tutoring systems
2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019)●
2019
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Breaking Down the “Wall of Text”-Software Tool to Address Complex Assignments for Students with Attention Disorders
International Conference on Human-Computer Interaction●
2019
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A Fitts’ law evaluation of hands-free and hands-on input on a laptop computer
International Conference on Human-Computer Interaction●
2019
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Simulation of Motor Impairment in Head-Controlled Pointer Fitts' Law Task
Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility●
2018
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Conversation Aid for People with Low Vision Using Head Mounted Display and Computer Vision Emotion Detection
International Conference on Computers Helping People with Special Needs●
2018
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Technology Evaluation for Improving Independence with Activities of Daily Living
International Conference on Computers Helping People with Special Needs●
2018
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Predictive Link Following Plug-In For Web Browsers
Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility●
2017
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Camera Mouse: dwell vs. computer vision-based intentional click activation
International Conference on Universal Access in Human-Computer Interaction●
2017
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HAIL Gmail: Email with Hierarchical Adaptive Interface Layout
International Conference on Universal Access in Human-Computer Interaction●
2017
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Camera Canvas: Photo Editing and Sharing App for People with Disabilities
International Conference on Universal Access in Human-Computer Interaction●
2017
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Eye-gaze with predictive link following improves accessibility as a mouse pointing interface
Proceedings of the 18th International ACM SIGACCESS Conference on Computers and Accessibility●
2016
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Comparison of two methods to control the mouse using a keypad
International Conference on Computers Helping People with Special Needs●
2016
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Control Yourself: A Mixed-Reality Natural User Interface
International Conference on Human-Computer Interaction●
2015
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Academic Aide—Free online math question database for academic improvement
2015 IEEE Integrated STEM Education Conference●
2015
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Predictive Link Following for Accessible Web Browsing
Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility●
2015
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Virtual fingerprint-image-based authentication increases privacy for users of mouse-replacement interfaces
International Conference on Universal Access in Human-Computer Interaction●
2015
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Camera Mouse+ ClickerAID: Dwell vs. single-muscle click actuation in mouse-replacement interfaces
International Conference on Universal Access in Human-Computer Interaction●
2015
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Adaptive sliding menubars make existing software more accessible to people with severe motion impairments
Published in Universal Access in the Information Society
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2014
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Vol. 13
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Issue #1
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Automatically generating online social network messages to combat social isolation of people with disabilities
International Conference on Universal Access in Human-Computer Interaction●
2013
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Integrating a science perspective into an introductory computer science course
2013 IEEE Integrated STEM Education Conference (ISEC)●
2013
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Click control: improving mouse interaction for people with motor impairments
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility●
2011
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Enhancing social connections through automatically-generated online social network messages
The proceedings of the 13th international ACM SIGACCESS conference on Computers and accessibility●
2011
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Adaptive mouse-replacement interface control functions for users with disabilities
International Conference on Universal Access in Human-Computer Interaction●
2011
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Plug-in vehicles and the plug-policy to address the Chicken or the Egg problem
2010 IEEE Conference on Innovative Technologies for an Efficient and Reliable Electricity Supply●
2010
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Customizable keyboard
Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility●
2010
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Adaptive mappings for mouse-replacement interfaces
Proceedings of the 12th international ACM SIGACCESS conference on Computers and accessibility●
2010
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Towards a Multi-camera Mouse-replacement Interface.
PRIS●
2010
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HAIL: hierarchical adaptive interface layout
International Conference on Computers for Handicapped Persons●
2010
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Movement and recovery analysis of a mouse-replacement interface for users with severe disabilities
International Conference on Universal Access in Human-Computer Interaction●
2009
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A human--computer interface using symmetry between eyes to detect gaze direction
Published in IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans
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2008
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Vol. 38
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Issue #6
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Chapter: Web mediators for accessible browsingPublished by Springer, Berlin, Heidelberg
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2007
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Chapter: A real-time vision interface based on gaze detection—EyeKeysPublished by Springer, Boston, MA
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2005
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IWeb Explorer: A web browser designed for use with an eye controlled mouse device
Published in Boston University Computer Science MA Thesis Report
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2005
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Fast head tilt detection for human-computer interaction
International Workshop on Human-Computer Interaction●
2005
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Tracking, analysis, and recognition of human gestures in video
Eighth International Conference on Document Analysis and Recognition (ICDAR'05)●
2005
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A real-time human-computer interface based on gaze detection from a low-grade video camera
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2004
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Eyekeys: A real-time vision interface based on gaze detection from a low-grade video camera
2004 Conference on Computer Vision and Pattern Recognition Workshop●
2004
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Active detection of eye scleras in real time
In IEEE CVPR Workshop on Human Modeling, Analysis and Synthesis●
2000
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Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System
Published in Computer Vision and Image Understanding
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Awards & Grants
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Creating an Inclusive University Makerspace through Equity-based Participatory Methods,
AccessComputing
Apr. 1, 2024 - May. 1, 2024
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REU Supplement to INT: Collaborative Research: Detecting, Predicting and Remediating Student...
National Science Foundation
Jun. 1, 2019 - Aug. 31, 2022
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INT: Collaborative Research: Detecting, Predicting and Remediating Student...
National Science Foundation
Sep. 1, 2016 - Aug. 31, 2022
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